Associate Professor • HDR
Department & Team
Computer Science
MSD
Contact:
Nous écrire
Téléphone
ENSISA, bâtiment I, bureau 3.37
Personal page
Areas of Expertise
data science, computer vision, pattern recognition, machine learning, time series, human motion, deep learning
Description
I am an Associate Professor (with habilitation) of Computer Science at Université Haute-Alsace and IRIMAS Laboratory (MSD team). My research interests are mainly focused on machine learning and computer vision through the analysis of time series, human body motion, medical images and 3D videos. I work on various application fields like medicine, robotics, ambient assisted living and autonomous vehicles.
Publications
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Knowledge and Information Systems (KAIS)
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Evidential deep learning-based multi-modal environment perception for intelligent vehicles (2023) Conference paper2023 IEEE Intelligent Vehicles Symposium (IV)
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Perception multimodale de l'environnement basée sur l'apprentissage profond évidentiel pour les véhicules intelligents (2023) Conference paperORASIS 2023
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Augmentation de données pour la classification de séries temporelles avec des modèles d'apprentissage profonds (2023) Conference paperORASIS 2023
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Une approche multi-grilles pour la génération automatique d'une carte de sentiers de randonnée à partir de données GPS (2023) Conference paperORASIS 2023